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A new Ability Evaluation Method using the Stress-strength Model and its Implementation to e-learning Systems

Research Project

Project/Area Number 23650543
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionKyushu Institute of Technology

Principal Investigator

HIROSE Hideo  九州工業大学, 大学院・情報工学研究院, 教授 (60275401)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords教育工学 / SSモデル / 学習支援システム
Research Abstract

To obtain the abilities of students and problem difficulties together using a test result, the item response theory is useful. However, there are some difficulties to analyze the adaptive test that provides the most appropriate problem sequentially. On the contrary, the stress-strength model provides the variance for the ability, and is able to analyze the adaptive test result. Practical adaptive systems using the item response theory and the stress-strength model are investigated and accomplished.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (38 results)

All 2013 2012 2011 Other

All Journal Article (6 results) (of which Peer Reviewed: 4 results) Presentation (26 results) Book (2 results) Remarks (4 results)

  • [Journal Article] 2011年統計検定2級・3級試験結果の分析-項目反応理論による解析-2013

    • Author(s)
      廣瀬
    • Journal Title

      統計教育の質保証と検定問題の分析(研究叢書),統計教育大学間連携ネットワーク

      Pages: 59-75

    • Related Report
      2012 Final Research Report
  • [Journal Article] 2011年 統計検定2級・3級試験結果の分析 ―項目反応理論による解析―2013

    • Author(s)
      廣瀬 英雄
    • Journal Title

      統計教育の質保証と検定問題の分析(研究叢書)

      Volume: 1 Pages: 59-75

    • Related Report
      2012 Annual Research Report
  • [Journal Article] A rainfall forecasting method using machine learning models and its application to Fukuoka city case2012

    • Author(s)
      S. Monira SUMI, M. Faisal ZAMAN, Hideo HIROSE
    • Journal Title

      International Journal of Applied Mathematics and Computer Science

      Volume: 22 Issue: 4 Pages: 841-854

    • DOI

      10.2478/v10006-012-0062-1

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of the number of failures in the Weibull model using the ordinary differential equation2012

    • Author(s)
      H. Hirose
    • Journal Title

      European Journal of Operational Research

      Volume: 223 Issue: 3 Pages: 722-731

    • DOI

      10.1016/j.ejor.2012.07.011

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Extended Cumulative Exposure Model (ECEM) and Its Application to Oil Insulation Test2012

    • Author(s)
      H. Hirose, T. Sakumura
    • Journal Title

      IEEE Transactions on Reliability

      Volume: 61 Issue: 3 Pages: 625-633

    • DOI

      10.1109/tr.2012.2207575

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Validities of the Signed and Unsigned Lecture Questionnaires Using the Item Response Theory2011

    • Author(s)
      H. Hirose
    • Journal Title

      US-China Education Review

      Volume: Vol.1 Pages: 627-635

    • Related Report
      2012 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Seasonal Infectious Disease Spread Prediction Using Matrix Decomposition Method2013

    • Author(s)
      H. Hirose, T. Nakazono, M. Tokunaga, T. Sakumura, S.M. Sumi, J. Sulaiman
    • Organizer
      the 4th International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2013), pp.121-126
    • Place of Presentation
      Bangkok, Thailand.
    • Related Report
      2012 Final Research Report
  • [Presentation] Seasonal Rainfall Prediction Using the Matrix Decomposition Method2013

    • Author(s)
      H. Hirose, J. Sulaiman, M. Tokunaga
    • Organizer
      14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2013)
    • Place of Presentation
      Hawaii, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] A seasonal infectious disease spread prediction method by using the singular-value decomposition2013

    • Author(s)
      H. Hirose, T. Nakazono, M. Tokunaga, T. Sakumura, S.M. Sumi, J. Sulaiman
    • Organizer
      The First BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Pandemic analysis using SIR stochastic differential equation2013

    • Author(s)
      Y. Maki, H. Hirose
    • Organizer
      The First BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Seasonal Infectious Disease Spread Prediction Using Matrix Decomposition Method2013

    • Author(s)
      H. Hirose, T. Nakazono, M. Tokunaga, T. Sakumura, S.M. Sumi, J. Sulaiman
    • Organizer
      the 4th International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2013)
    • Place of Presentation
      Bangkok, Thailand
    • Related Report
      2012 Annual Research Report
  • [Presentation] Infectious Disease Spread Analysis Using Stochastic Differential Equations for SIR Model2013

    • Author(s)
      Yoshihiro Maki, Hideo Hirose
    • Organizer
      the 4th International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2013)
    • Place of Presentation
      Bangkok, Thailand
    • Related Report
      2012 Annual Research Report
  • [Presentation] EMタイプ項目反応理論を用いた季節性感染拡大予測2013

    • Author(s)
      作村, 廣瀬
    • Organizer
      情報処理学会火の国シンポジウム2012
    • Place of Presentation
      熊本大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Prediction of Infectious Disease Spread using Twitter: A Case of Influenza2012

    • Author(s)
      Hideo Hirose, Liangliang Wang
    • Organizer
      the 5th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP'12), pp.100-105
    • Place of Presentation
      Taipei, Taiwan.
    • Related Report
      2012 Final Research Report
  • [Presentation] A Method to Predict Heavy Precipitation using the Artificial Neural Networks with an Application2012

    • Author(s)
      Sulaiman Junaida, Hideo Hirose
    • Organizer
      7th International Conference on Computing and Convergence Technology (ICCIT2012), pp.687-691
    • Place of Presentation
      Seoul, Republic of Korea.
    • Related Report
      2012 Final Research Report
  • [Presentation] Item Response Prediction for Incomplete Response Matrix Using the EM-type Item Response Theory with Application to Adaptive Online Ability Evaluation System2012

    • Author(s)
      H. Hirose, T. Sakumura
    • Organizer
      IEEE International Conference on Teaching, Assessment, and Learning for Engineering 2012 (TALE 2012), pp.8-12
    • Place of Presentation
      The Hong Kong Polytechnic University, Hong Kong.
    • Related Report
      2012 Final Research Report
  • [Presentation] Prediction of Infectious Disease Spread using Twitter: A Case of Influenza2012

    • Author(s)
      Hideo Hirose, Liangliang Wang
    • Organizer
      the 5th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP'12)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Method to Predict Heavy Precipitation using the Artificial Neural Networks with an Application2012

    • Author(s)
      Sulaiman Junaida, Hideo Hirose
    • Organizer
      7th International Conference on Computing and Convergence Technology (ICCIT2012)
    • Place of Presentation
      Seoul, Republic of Korea
    • Related Report
      2012 Annual Research Report
  • [Presentation] NNRMLR: A Combined Method of Nearest Neighbor Regression and Multiple Linear Regression2012

    • Author(s)
      Hideo Hirose, Yusuke Soejima, Kei Hirose
    • Organizer
      6th International Workshop on e-Activity (IWEA 2012)
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Item Response Prediction for Incomplete Response Matrix Using the EM-type Item Response Theory with Application to Adaptive Online Ability Evaluation System2012

    • Author(s)
      H. Hirose, T. Sakumura
    • Organizer
      IEEE International Conference on Teaching, Assessment, and Learning for Engineering 2012 (TALE 2012)
    • Place of Presentation
      Hong Kong
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Comparative Study in the Bump Hunting between the Tree-GA and the PRIM2012

    • Author(s)
      H. Hirose, G. Koga
    • Organizer
      13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2012)
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] IRTにおける能力評価について2012

    • Author(s)
      桑幡, 作村, 廣瀬
    • Organizer
      日本計算機統計学会第26回シンポジウム
    • Place of Presentation
      東京大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Rank Estimation by Making up Incomplete Questionnaire Matrix: A Case of Online Word of Mouth of Service Quality in Airlines2012

    • Author(s)
      TSENG W.C., LIN T.M.Y., NI J.J., NAKAZONO T., SAKUMURA T., HIROSE H.
    • Organizer
      日本オペレーションズ・リサーチ学会2012年秋期研究発表会
    • Place of Presentation
      Winc Aichi
    • Related Report
      2012 Annual Research Report
  • [Presentation] IRT 結果を基準とした事前配点最適決定法とその結果2012

    • Author(s)
      廣瀬, 作村
    • Organizer
      日本行動計量学会第40回大会
    • Place of Presentation
      新潟県立大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] IRT 結果を基準とした事前配点最適決定法2012

    • Author(s)
      桑幡, 作村, 廣瀬
    • Organizer
      2012年度統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] adaptive online IRT systemについて2012

    • Author(s)
      桑幡,作村,廣瀬
    • Organizer
      情報処理学会火の国シンポジウム2011
    • Place of Presentation
      福岡県飯塚市
    • Related Report
      2011 Research-status Report
  • [Presentation] An Adaptive Online Ability Evaluation System Using the Item Response Theory2011

    • Author(s)
      T. Sakumura, T. Kuwahata and H. Hirose
    • Organizer
      Education& e-Learning (EeL2011), pp.51-54
    • Place of Presentation
      Singapore.
    • Related Report
      2012 Final Research Report
  • [Presentation] An Adaptive Online Ability Evaluation System Using the Item Response Theory2011

    • Author(s)
      T. Sakumura, T. Kuwahata and H. Hirose
    • Organizer
      Education& e-Learning 2011
    • Place of Presentation
      Singapore
    • Related Report
      2011 Research-status Report
  • [Presentation] An Adaptive Online Ability Evaluation System Using the Item Response Theory2011

    • Author(s)
      T. Sakumura, H. Hirose
    • Organizer
      九州地区における若手OR研究交流会2011
    • Place of Presentation
      長崎県島原市
    • Related Report
      2011 Research-status Report
  • [Presentation] 背後確率分布を仮定した推薦システム

    • Author(s)
      作村, 一井, 廣瀬
    • Organizer
      2011年度統計関連学会連合大会
    • Place of Presentation
      福岡県
    • Related Report
      2011 Research-status Report
  • [Presentation] ストレス・ストレングスモデルを用いたe-Educationによる学生の能力評価

    • Author(s)
      作村 建紀, 桑幡 隆行, 廣瀬 英雄
    • Organizer
      2011PCカンファレンス
    • Place of Presentation
      熊本
    • Related Report
      2011 Research-status Report
  • [Presentation] マ☆リックスの空☆を埋める

    • Author(s)
      廣瀬
    • Organizer
      スポーツと統計科学の融合シンポジウムII(招待講演)
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Book] 統計検定1 級テキスト「統計学」2013

    • Author(s)
      廣瀬
    • Total Pages
      312
    • Publisher
      東京図書
    • Related Report
      2012 Final Research Report
  • [Book] 統計検定 1 級テキスト「統計学」2013

    • Author(s)
      日本統計学会
    • Total Pages
      312
    • Publisher
      東京図書
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://hirose.ces.kyutech.ac.jp/HirosePublications.html

    • Related Report
      2012 Final Research Report
  • [Remarks] 研究業績

    • URL

      http://hirose.ces.kyutech.ac.jp/HirosePublications.html

    • Related Report
      2012 Annual Research Report
  • [Remarks] IRT e-Education

    • URL

      http://hirose.ces.kyutech.ac.jp/IRT.html

    • Related Report
      2012 Annual Research Report
  • [Remarks] Score evaluation service using IRT

    • URL

      http://ume98.ces.kyutech.ac.jp/score-service/

    • Related Report
      2012 Annual Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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